Markovian Gaussian Process Variational Autoencoders

no code implementations • 12 Jul 2022 • Harrison Zhu, Carles Balsells Rodas, Yingzhen Li

Sequential VAEs have been successfully considered for many high-dimensional time series modelling problems, with many variant models relying on discrete-time mechanisms such as recurrent neural networks (RNNs).

Time Series Time Series Analysis

[Re] Hamiltonian Generative Networks

1 code implementation • RC 2020 • Carles Balsells Rodas, Oleguer Canal, Federico Taschin

The architecture of the model and training procedure was easy to understand from the paper.